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Abbas Rahimi
Abbas Rahimi
Research Staff Member, IBM Research-Zurich
Correu electrònic verificat a zurich.ibm.com - Pàgina d'inici
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A wearable biosensing system with in-sensor adaptive machine learning for hand gesture recognition
A Moin, A Zhou, A Rahimi, A Menon, S Benatti, G Alexandrov, S Tamakloe, ...
Nature Electronics 4 (1), 54-63, 2021
5312021
In-memory hyperdimensional computing
G Karunaratne, M Le Gallo, G Cherubini, L Benini, A Rahimi, A Sebastian
Nature Electronics 3 (6), 327-337, 2020
3082020
A robust and energy-efficient classifier using brain-inspired hyperdimensional computing
A Rahimi, P Kanerva, JM Rabaey
Proceedings of the 2016 international symposium on low power electronics and …, 2016
2902016
Exploring hyperdimensional associative memory
M Imani, A Rahimi, D Kong, T Rosing, JM Rabaey
2017 IEEE International Symposium on High Performance Computer Architecture …, 2017
2532017
Voicehd: Hyperdimensional computing for efficient speech recognition
M Imani, D Kong, A Rahimi, T Rosing
Rebooting Computing (ICRC), 2017 IEEE International Conference on, 1-8, 2017
2462017
Hyperdimensional biosignal processing: A case study for EMG-based hand gesture recognition
A Rahimi, S Benatti, P Kanerva, L Benini, JM Rabaey
2016 IEEE International Conference on Rebooting Computing (ICRC), 1-8, 2016
2252016
Efficient biosignal processing using hyperdimensional computing: Network templates for combined learning and classification of ExG signals
A Rahimi, P Kanerva, L Benini, JM Rabaey
Proceedings of the IEEE 107 (1), 123-143, 2018
1672018
Constrained few-shot class-incremental learning
M Hersche, G Karunaratne, G Cherubini, L Benini, A Sebastian, A Rahimi
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
1652022
High-dimensional computing as a nanoscalable paradigm
A Rahimi, S Datta, D Kleyko, EP Frady, B Olshausen, P Kanerva, ...
IEEE Transactions on Circuits and Systems I: Regular Papers 64 (9), 2508-2521, 2017
1582017
A fully-synthesizable single-cycle interconnection network for shared-L1 processor clusters
A Rahimi, I Loi, MR Kakoee, L Benini
2011 Design, Automation & Test in Europe, 1-6, 2011
1542011
Hyperdimensional computing with 3D VRRAM in-memory kernels: Device-architecture co-design for energy-efficient, error-resilient language recognition
H Li, TF Wu, A Rahimi, KS Li, M Rusch, CH Lin, JL Hsu, MM Sabry, ...
2016 IEEE International Electron Devices Meeting (IEDM), 16.1. 1-16.1. 4, 2016
1532016
Brain-inspired computing exploiting carbon nanotube FETs and resistive RAM: Hyperdimensional computing case study
TF Wu, H Li, PC Huang, A Rahimi, JM Rabaey, HSP Wong, MM Shulaker, ...
2018 IEEE International Solid-State Circuits Conference-(ISSCC), 492-494, 2018
1512018
A survey on hyperdimensional computing aka vector symbolic architectures, part i: Models and data transformations
D Kleyko, DA Rachkovskij, E Osipov, A Rahimi
ACM Computing Surveys 55 (6), 1-40, 2022
1452022
Resistive configurable associative memory for approximate computing
M Imani, A Rahimi, TS Rosing
2016 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2016
1382016
A survey on hyperdimensional computing aka vector symbolic architectures, part ii: Applications, cognitive models, and challenges
D Kleyko, D Rachkovskij, E Osipov, A Rahimi
ACM Computing Surveys 55 (9), 1-52, 2023
1332023
An EMG gesture recognition system with flexible high-density sensors and brain-inspired high-dimensional classifier
A Moin, A Zhou, A Rahimi, S Benatti, A Menon, S Tamakloe, J Ting, ...
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
1302018
Classification and recall with binary hyperdimensional computing: Tradeoffs in choice of density and mapping characteristics
D Kleyko, A Rahimi, DA Rachkovskij, E Osipov, JM Rabaey
IEEE transactions on neural networks and learning systems 29 (12), 5880-5898, 2018
1272018
Robust high-dimensional memory-augmented neural networks
G Karunaratne, M Schmuck, M Le Gallo, G Cherubini, L Benini, ...
Nature communications 12 (1), 2468, 2021
1152021
Vector symbolic architectures as a computing framework for emerging hardware
D Kleyko, M Davies, E Paxon Frady, P Kanerva, SJ Kent, BA Olshausen, ...
Proceedings of the IEEE 110 (10), 1538-1571, 2022
1142022
One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing
A Burrello, K Schindler, L Benini, A Rahimi
IEEE Biomedical Circuits and Systems Conferenc (BioCAS 2018), 2018
1122018
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